Traditional metallurgists and rolling mill operators may not understand machine learning. Conversely, data scientists rarely know steel physics. Successful companies create cross-functional teams and invest in ongoing training.
Example : A chef’s knife with a visible steel “spine” that looks like frozen liquid — actually AI-optimized waveguides for heat distribution. fancy steel ai high quality